Kubai Kevin

4 articles tagged Platformengineering

7 IDP shifts for AI feature delivery

Seven platform shifts that let teams version prompts, pin models, run offline evals, attribute token cost, and roll out AI changes gradually.

15 min read · 10 October 2026

Deployment platforms: senior vs new hire

How to build a deployment platform that serves both senior engineers and new hires, with escape hatches, guardrails, and a decision checklist.

17 min read · 7 October 2026

Platform engineering ROI: metrics that fund teams

How to connect platform work to business outcomes with flow metrics, honest attribution, and instrumentation you can build in an afternoon.

13 min read · 19 September 2026

Self-service is broken without AI ops

Self-service platforms fail on cognitive load, not RBAC. How to add pre-flight, mid-flight and post-flight guardrails with measurable results.

12 min read · 24 August 2026